#region License Information
/* HeuristicLab
* Copyright (C) 2002-2008 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
*
* This file is part of HeuristicLab.
*
* HeuristicLab is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* HeuristicLab is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with HeuristicLab. If not, see .
*/
#endregion
using System;
using System.Collections.Generic;
using System.Text;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Operators;
namespace HeuristicLab.Evolutionary {
///
/// Base class for cross over operators that use more than two parents.
///
public abstract class MultiCrossoverBase : OperatorBase {
///
/// Initializes a new instance of with two variable infos
/// (Parents and Random).
///
public MultiCrossoverBase()
: base() {
AddVariableInfo(new VariableInfo("Parents", "Number of parents that should be crossed", typeof(IntData), VariableKind.In));
AddVariableInfo(new VariableInfo("Random", "Pseudo random number generator", typeof(IRandom), VariableKind.In));
}
///
/// Replaces the parents (sub scopes of the given ) with created children
/// by crossing over a specified number of parents.
///
/// Adds the children to the given and removes the parents.
/// Thrown when the size of the mating pool and the
/// number of parents don't match.
/// The scope whose sub scopes shall be crossed over.
/// null.
public override IOperation Apply(IScope scope) {
IRandom random = GetVariableValue("Random", scope, true);
int parents = GetVariableValue("Parents", scope, true).Data;
if ((scope.SubScopes.Count % parents) != 0)
throw new InvalidOperationException("Size of mating pool and number of parents don't match");
int children = scope.SubScopes.Count / parents;
for (int i = 0; i < children; i++) {
IScope[] parentScopes = new IScope[parents];
for (int j = 0; j < parentScopes.Length; j++)
parentScopes[j] = scope.SubScopes[j];
IScope child = new Scope(i.ToString());
scope.AddSubScope(child);
Cross(scope, random, parentScopes, child);
for (int j = 0; j < parentScopes.Length; j++)
scope.RemoveSubScope(parentScopes[j]);
}
return null;
}
///
/// Performs a cross over of a number of
/// to create a new .
///
/// The current scope.
/// A random number generator.
/// The scopes to cross over.
/// The result of the cross over.
protected abstract void Cross(IScope scope, IRandom random, IScope[] parents, IScope child);
}
}